Papers with TrueTeacher
TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models (2023.emnlp-main)
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| Challenge: | Existing methods for evaluating factual consistency are limited in their effectiveness. |
| Approach: | They propose a method for generating synthetic data by annotating diverse model-generated summaries using a LLM. |
| Outcome: | The proposed method outperforms state-of-the-art models and the LLM teacher on TRUE benchmarks. |